A Novel and Fully Automated Domain Transformation Scheme for Near Optimal Surrogate Construction

Johann Bouwer, Daniel N. Wilke, Schalk Kok

Recent developments in surrogate construction predominantly focused on two strategies to improve surrogate accuracy. Firstly, component-wise domain scaling informed by cross-valida…